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Ising Model of User Behavior Decision in Network Rumor Propagation
المؤلفون المشاركون
Liu, Fengming
Li, Chengcheng
Li, Pu
المصدر
Discrete Dynamics in Nature and Society
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-10، 10ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-08-01
دولة النشر
مصر
عدد الصفحات
10
التخصصات الرئيسية
الملخص EN
The continuous breeding and rapid spread of rumors in social networks poses a severe challenge to the effective utilization and scientific management of social media.
Therefore, it is of great theoretical significance and application value to study the decision-making behavior of users in rumors spread in social networks and to reveal the rumor transmission rules.
Based on the Ising model, this paper constructs a social network rumor propagation dynamics model and then reveals the rumor transmission rules.
In the model, the Monte Carlo method is used to simulate the interaction between the user’s self-identity attribute (micropart), the user-user interaction (the middle part), and the social environment’s influence (the macroscopic part) to study user decision behavior of rumor spread in a social network system.
The results show that, in the rumor propagation system, von Neumann entropy can quantify well the phase transition of the system and is consistent with the phase transition information obtained by measuring the spontaneous magnetization and magnetic susceptibility of the system.
In addition, the introduction of the self-identity characteristics of individual users into the Ising model has greatly changed the users’ decision-making behavior of rumor spreading and changed the internal structure of the system, thus changing the type of phase transition.
As the degree of self-identification increases, the need for lower temperatures can change the orderly state of the system, and user behavior changes more rapidly.
For the rumor transmission system, the state of close order is conducive to the blocking of rumors, thus maintaining social stability.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Li, Chengcheng& Liu, Fengming& Li, Pu. 2018. Ising Model of User Behavior Decision in Network Rumor Propagation. Discrete Dynamics in Nature and Society،Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1152671
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Li, Chengcheng…[et al.]. Ising Model of User Behavior Decision in Network Rumor Propagation. Discrete Dynamics in Nature and Society No. 2018 (2018), pp.1-10.
https://search.emarefa.net/detail/BIM-1152671
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Li, Chengcheng& Liu, Fengming& Li, Pu. Ising Model of User Behavior Decision in Network Rumor Propagation. Discrete Dynamics in Nature and Society. 2018. Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1152671
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1152671
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
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